Causal meets Submodular: Subset Selection with Directed Information

Yuxun Zhou, Costas J. Spanos

Nov-21-2025, 07:37:09 GMT–Neural Information Processing Systems

We study causal subset selection with Directed Information as the measure of prediction causality.

algorithm, artificial intelligence, machine learning, (19 more...)

Neural Information Processing Systems

Nov-21-2025, 07:37:09 GMT

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Country:
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  - Spain > Catalonia
    - Barcelona Province > Barcelona (0.04)
  - United Kingdom > England
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- North America > United States
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    - Seattle (0.04)

Industry:
- Health & Medicine (0.46)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Learning Graphical Models
      - Directed Networks > Bayesian Learning (0.68)
    - Representation & Reasoning (1.00)
  - Communications > Networks (0.95)

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Causal meets Submodular: Subset Selection with Directed Information
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